Bhuvaneswari Lemburu, Data Analytics & Business Intelligence

Bhuvaneswari Lemburu
Data Analytics & Business Intelligence

I look beyond the numbers to understand what they mean.

Exploring business problems through data analysis, visualisation, and practical insights.

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© 2026 Bhuvaneswari Lemburu

01Selected work

Turning questions into projects.

A collection of projects exploring data, technology, visualisation, and problem-solving.

01Garbha Analytics02Online Student Counselling System03Brain Tumor Detection04Practice Coding Challenges

Featured case studyAnalytics dashboard

Garbha Analytics

Data-Driven IVF Outcome Monitoring

Garbha AnalyticsData-Driven IVF Outcome Monitoring
Plan of the Garbha Analytics dashboard: filters for Patient Age, Infertility Indication, Embryo Transfer Day, Embryos Transferred; headline figures Total IVF Cycles 755, Clinical Pregnancy Rate 87.9%, Average Patient Age 32.4, Live Birth Rate 53.8%, Twin Rate 3.2%, Abortion Rate 34.7%; and eight charts.Garbha AnalyticsData-Driven IVF Outcome MonitoringPatient AgeInfertility IndicationEmbryo Transfer DayEmbryos TransferredTotal IVF Cycles755Clinical PregnancyRate87.9%Average PatientAge32.4Live Birth Rate53.8%Twin Rate3.2%Abortion Rate34.7%IVF Outcome ComparisonIVF Cycles by Indication LabelClinical Pregnancy Rate andLive Birth Rate by Age GroupBHCG 12 vs BHCG 14Live Birth Rate by AMH GroupDelivery Type DistributionClinical Pregnancy Outcomes byEmbryo CategoryPregnancy Outcome Distribution

  1. AFilters

    Four ways into the data

    Patient age, infertility indication, embryo transfer day and the number of embryos transferred frame the cohort being looked at.

  2. BHeadline KPIs

    Six numbers up front

    Total cycles, clinical pregnancy rate, average patient age, live birth rate, twin rate and abortion rate, read before any chart.

  3. COutcome charts

    Eight views of the outcomes

    Outcomes compared by indication, age group, AMH group, embryo category and delivery type, with BHCG 12 set against BHCG 14.

The project

An analytics dashboard designed to explore IVF treatment outcomes across patient demographics, infertility indications, embryo transfer details, and pregnancy outcomes.

A monitoring and visualisation project: it brings a cohort's IVF cycles, transfer details and outcomes onto one screen so they can be compared side by side.

Analytical dimensions

Patient demographics

  • Patient age
  • Age group
  • AMH group

Clinical indication

  • Infertility indication
  • IVF cycles by indication

Embryo transfer

  • Embryo transfer day
  • Embryos transferred
  • Embryo category

Pregnancy outcomes

  • Clinical pregnancy
  • Live birth
  • Twin and abortion rates
  • BHCG 12 vs BHCG 14
  • Delivery type

Values as displayed on the dashboard

755

Total IVF Cycles

87.9%

Clinical Pregnancy Rate

32.4

Average Patient Age

53.8%

Live Birth Rate

3.2%

Twin Rate

34.7%

Abortion Rate

The figures shown are the values displayed in the dashboard. They are not independently verified clinical outcomes, and the dashboard is a monitoring and data-visualisation project, not a medical or diagnostic tool.

Web application

Online Student Counselling System

View repositoryOnlineStudentCounsellingSystem on GitHub (opens in a new tab)
Student dashboard showing the assigned counsellor and counts of pending requests, scheduled sessions, completed sessions and issues resolved by the HOD
Student dashboard
Counsellor panel listing counselling sessions with their date, purpose, notes, status and complete or escalate actions
Counselling records and escalation
Counsellor panel showing totals for students, scheduled sessions and follow-up cases above a searchable table of assigned students
Counsellor's assigned students

A web-based student counselling management system designed to manage counselling requests, sessions, status tracking, feedback, and communication between students, faculty, HODs, and administrators.

The repository documents role-based authentication, a student portal, counsellor workflows, HOD and administrator functionality, feedback, and escalation of unresolved issues.

Student

  • Submit counselling requests
  • Track request status
  • View sessions
  • Give feedback

Counsellor

  • View assigned students
  • Run sessions
  • Update status
  • Escalate to the HOD

HOD

  • Assign counsellors
  • Monitor progress
  • Handle escalations
  • Generate reports

Admin

  • Manage departments
  • Manage students, faculty and HODs
  • View reports

Built with

  • Java
  • JSP
  • Servlets
  • MySQL
  • HTML
  • CSS
  • JavaScript

Tools

  • NetBeans IDE
  • Apache Tomcat
  • MySQL Workbench

How a request moves

01

A student submits a counselling request

02

The HOD assigns a faculty counsellor

03

The counsellor holds the session and updates its status

04

Unresolved issues are escalated to the HOD

05

The HOD resolves them and the admin monitors and reports

Educational deep-learning demo

Brain Tumor Detection

An educational deep-learning web application for classifying MRI images into four categories.

A compact convolutional network is trained on MRI images resized to 224 by 224 pixels, then served through a small Flask page: upload an image and it returns the predicted class with a confidence score.

Built with

  • Python
  • TensorFlow
  • Keras
  • CNN
  • Flask
  • OpenCV

This is an educational demonstration. It is not a clinically validated diagnostic tool and must not be used for medical decisions.

View repositoryBrain-Tumor-Detection on GitHub (opens in a new tab)

The model, as trained in the repository

InputMRI image, 224 × 224
Convolution32 filters, 3 × 3, ReLU
PoolingMax pooling
Dense64 units, ReLU
Output4-way softmax

Four classes

  • Glioma
  • Meningioma
  • Pituitary
  • No tumour

Problem-solving log

Practice Coding Challenges

A running set of Python solutions to algorithm practice problems, numbered 81 to 122 in the order they were solved.

Sorting, greedy choices, string handling, bit manipulation and recursion, one problem at a time.

View repositorypracticecodingchallenge on GitHub (opens in a new tab)
  • Anagram
  • Cut the Sticks
  • Modified Kaprekar Numbers
  • Maximizing XOR
  • Counting Sort
  • Insertion Sort
  • Climbing the Leaderboard
  • Forming a Magic Square
  • Recursive Digit Sum
  • Greedy Florist
  • Sherlock and the Valid String
  • Gaming Array

02About

A little about the person behind the projects.

Analytics is not simply about building another dashboard.

I'm Bhuvaneswari, a Computer Science graduate interested in data analytics, technology, and practical problem-solving.

I enjoy understanding how things work, exploring information, and finding ways to make complex problems easier to understand.

I'm especially interested in the connection between data and business decisions.

For me, analytics is not simply about building another dashboard. It is about asking the right questions, understanding what the numbers reveal, and communicating useful insights.

Education

Narayana Engineering College

Computer Science and Engineering2022–2026
Based in
Hyderabad, India
Focus
Data analytics and business intelligence
Languages
Python, Java, SQL

03Skills

What I work with, and where it shows.

Programming01

  • Python

    Seen in:Brain Tumor Detection, practice challenges

  • Java

    Seen in:Online Student Counselling System

  • SQL

    Seen in:MySQL in the counselling system

Analytics02

  • Data Analytics

    Seen in:Deloitte job simulation, Garbha Analytics

  • Business Analysis

    Seen in:Coursera certificate

  • Power BI

    Seen in:Microsoft Learn badge

  • Data Visualisation

    Seen in:Garbha Analytics

Computer Science03

  • Data Structures and Algorithms

    Seen in:Practice coding challenges

  • Object-Oriented Programming

    Seen in:Java counselling system

AI04

  • Generative AI

    Seen in:TCS iON, Google AI Essentials

  • Agentic AI Foundations

    Seen in:Oracle certification

  • Machine Learning Foundations

    Seen in:CNN demo, YUVA AI For All

04Credentials

Certified, and still learning.

Formal certifications first, then the courses, badges and assessments along the way, each kept in its own place.

Licenses and certifications

Listed under Licenses & Certifications on LinkedIn.

04entries

  • A foundations-level Oracle certification in agentic AI.

    Issued by
    Oracle
    Type
    Certification
    Source
    LinkedIn, Licenses & Certifications

  • A Coursera certificate in business analysis and process management.

    Issued by
    Coursera
    Type
    Course certificate
    Source
    LinkedIn, Licenses & Certifications

  • A data analytics job simulation set by Deloitte and completed on Forage.

    Issued by
    Forage
    Type
    Job simulation
    Source
    LinkedIn, Licenses & Certifications

  • Google's AI Essentials course certificate.

    Issued by
    Google
    Type
    Course certificate
    Source
    LinkedIn, Licenses & Certifications

Course completions and badges

Announced in public LinkedIn posts.

04entries

  • Completion of the Generative AI Essentials course in the TCS iON Career Edge series.

    Issued by
    TCS iON
    Type
    Course completion
    Source
    LinkedIn post

  • Completion of YUVA AI For All, offered by IndiaAI through TCS iON.

    Issued by
    IndiaAI through TCS iON
    Type
    Course completion
    Source
    LinkedIn post

  • A Microsoft Learn badge for the Get Started Building with Power BI learning path.

    Issued by
    Microsoft Learn
    Type
    Learning badge
    Source
    LinkedIn post

  • 10 micro-certifications reported, with an overall skill score of 92% as reported in the LinkedIn post.

    Issued by
    Wadhwani Foundation
    Type
    Micro-certifications
    Source
    LinkedIn post

Participation

Assessments taken part in.

01entry

  • Participation in the AI & Machine Learning MCQ Assessment (Quiz Round) of Women Who Master, as announced on LinkedIn.

    Issued by
    Unstop
    Type
    Certificate of participation
    Source
    LinkedIn, Licenses & Certifications

Achievements

Results, kept apart from certificates.

Global rank

6847

TCS CodeVita Season 13

A global rank in TCS CodeVita, the competitive programming contest.

05Contact

Let's make something meaningful.

I'm always interested in connecting with people who enjoy building, analysing, and solving interesting problems.

Email meWrite to me directlyOpens your email appLinkedInConnect on LinkedInin/lemburu-bhuvaneswari(opens in a new tab)GitHubSee the codeLemburu-Bhuvaneswari(opens in a new tab)